{"id":"W7133012287","doi":"","title":"The Incidence of Prosthetic Hip and Knee Joint Infections in Ontario and Risk Factors for Treatment Failure","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Incidence (geometry); Retrospective cohort study; Cohort; Prosthesis; Arthroplasty; Cumulative incidence; Complication; Diagnosis code","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006561305,0.0002041677,0.0003525862,0.001357769,0.001209943,0.0008409867,0.0007040355,0.0003085466,0.00150456],"category_scores_gemma":[0.005168584,0.0004036818,0.0005484944,0.003129514,0.0005485234,0.000356596,0.0006004047,0.0003745288,0.0001817708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01356304,"about_ca_system_score_gemma":0.01471625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9459325,"about_ca_topic_score_gemma":0.9520096,"domain_scores_codex":[0.9986437,0.00007381113,0.0001137638,0.0001703779,0.0007499082,0.0002484811],"domain_scores_gemma":[0.9954574,0.0003041686,0.001949031,0.0001649989,0.001637357,0.0004870549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002729121,0.00001020536,0.9962673,0.0000267474,0.00002456714,0.0000373799,0.0003709644,0.00007036747,0.0001095236,0.00002528604,0.0005105255,0.002519815],"study_design_scores_gemma":[0.000003111929,0.00001231191,0.9991758,0.00001501491,0.00000825585,0.00003637913,0.0002020844,0.000153937,0.00002215486,0.000008714612,0.0003582652,0.000003875902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927289,0.0004833034,0.0001433281,0.0002842403,0.000007263938,0.00004668694,0.004148695,0.00001625715,0.002141263],"genre_scores_gemma":[0.9974119,0.0004721188,0.0001745651,0.00006685802,0.00000643888,0.00002401379,0.00137671,0.000004427961,0.0004629488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05406749,"threshold_uncertainty_score":0.1087717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958051000571616,"score_gpt":0.3043492620166254,"score_spread":0.2847687520109092,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}